fritzbayer/Causal-Discovery-Research-Papers

A curated list of causal structure learning research papers with implementations.

Causal Structure Learning Research Papers

A curated list of causal structure learning research papers with implementations.

1. Constraint-based methods
2. Score-based methods
3. Bayesian methods
4. Continuous optimization methods
5. Graph neural network (GNN) methods
6. Hybrid methods
7. Structural equation models with additional restrictions (e.g. LINGAM)
8. Exploiting invariance properties (e.g BACKSHIFT)

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License

• CC0 Universal